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Time Warps, String Edits, and Macromolecules: The Theory and Practice of Sequence Comparison - Sankoff, David (Editor), and Kruskal, Joseph (Editor), and Nerbonne, John (Introduction by)
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The book is the first, and still best compilation of papers explaining how to measure distance between sequences, and how to compute that measure effectively.

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Time Warps, String Edits, and Macromolecules: The Theory and Practice of Sequence Comparison 2000, Center for the Study of Language and Information Publica Tion, New York

ISBN-13: 9781575862170

Reissue edition

Trade paperback